Kaden Bunch is a second-year medical student at the Warren Alpert Medical School of Brown University with a background in biology, business, and entrepreneurship. He earned an MBA focused on operations and start-ups before medical school and applies this expertise to healthcare innovation. His research explores machine learning and large language models for predicting mental health conditions and disease outcomes, as well as leadership competencies in medical education. He has led initiatives in vision screening for underserved populations and curriculum innovation while also supporting students in data science through MD+. Outside of medicine, Kaden enjoys spending time at the beach with his wife and caring for their two Sphynx cats.